I am currently doing research on this field. I can assure you that unlike graphene, two-dimensional structure of silicon is too unstable to exist in room temperature. However, it doesn't indicate that this structure doesn't exist. Simulation suggests this struture may be stable at a certain temperature and a certain air pressure...
